Llm MCP Server

MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.

Local serverstdioPython

What is the Llm MCP server?

If you already use Llm, the llm mcp server is the piece that lets your assistant work with it directly. MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.

What the server does

Persistent markdown wiki for your AI agent, built on Karpathy's LLM wiki gist. Four MCP tools (wiki_read, wiki_write_page, wiki_log_append, wiki_inventory) plus four Claude Code skills (wiki-init, wiki-ingest, wiki-query, wiki-lint). stdio transport, local filesystem.

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • wiki_read — read-only, idempotent
  • wiki_write_page — destructive, idempotent
  • wiki_log_append — not idempotent
  • wiki_inventory — read-only, idempotent

Installation

Installation goes through your MCP client rather than a global install: point it at llm-wiki-mcp on PyPI and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.

Where it fits

Among the AI and media services options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Llm's toolset — wiki_read, wiki_write_page, wiki_log_append and 1 more — is a fair guide to whether it matches your workflow. It is maintained by flsteven87; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Worth knowing first

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
wiki_readread-only, idempotent
wiki_write_pagedestructive, idempotent
wiki_log_appendnot idempotent
wiki_inventoryread-only, idempotent

How to install the Llm MCP server

{
  "mcpServers": {
    "llm-wiki": {
      "command": "uvx",
      "args": ["llm-wiki-mcp"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

  • Use Llm to wiki read.
  • Use Llm to wiki write page.
  • Use Llm to wiki log append.

Frequently asked questions

It connects Llm to MCP-compatible AI assistants such as Claude and Cursor, exposing 4 tools (wiki_read, wiki_write_page, wiki_log_append, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Llm directly.